Seemberjeet Kaur, from Wibsey, went missing after taking a taxi to Shipley at about 10am yesterday.
Police are increasingly concerned for her welfare as she has been suffering from depression and it is unknown whether she has taken her medication.
They are appealing for information to trace her.